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Haddad F, Cauwenberghs N, Daubert MA, Kobayashi Y, Bloomfield GS, Fleischman D, Koweek L, Maron DJ, Rodriguez F, Liao YJ, Moneghetti K, Amsallem M, Mega J, Hernandez A, Califf R, Mahaffey KW, Shah SH, Kuznetsova T, Douglas PS. Association of left ventricular diastolic function with coronary artery calcium score: A Project Baseline Health Study. J Cardiovasc Comput Tomogr 2022; 16:498-508. [PMID: 35872137 PMCID: PMC10870833 DOI: 10.1016/j.jcct.2022.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 05/23/2022] [Accepted: 06/20/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Coronary artery calcium (CAC) and left ventricular diastolic dysfunction (LVDD) are strong predictors of cardiovascular events and share common risk factors. However, their independent association remains unclear. METHODS In the Project Baseline Health Study (PBHS), 2082 participants underwent cardiac-gated, non-contrast chest computed tomography (CT) and echocardiography. The association between left ventricular (LV) diastolic function and CAC was assessed using multidimensional network and multivariable-adjusted regression analyses. Multivariable analysis was conducted on continuous LV diastolic parameters and categorical classification of LVDD and adjusted for traditional cardiometabolic risk factors. LVDD was defined using reference limits from a low-risk reference group without established cardiovascular disease, cardiovascular risk factors or evidence of CAC, (n = 560). We also classified LVDD using the American Society of Echocardiography recommendations. RESULTS The mean age of the participants was 51 ± 17 years with 56.6% female and 62.6% non-Hispanic White. Overall, 38.1% had hypertension; 13.7% had diabetes; and 39.9% had CAC >0. An intertwined network was observed between diastolic parameters, CAC score, age, LV mass index, and pulse pressure. In the multivariable-adjusted analysis, e', E/e', and LV mass index were independently associated with CAC after adjustment for traditional risk factors. For both e' and E/e', the effect size and statistical significance were higher across increasing CAC tertiles. Other independent correlates of e' and E/e' included age, female sex, Black race, height, weight, pulse pressure, hemoglobin A1C, and HDL cholesterol. The independent association with CAC was confirmed using categorical analysis of LVDD, which occurred in 554 participants (26.6%) using population-derived thresholds. CONCLUSION In the PBHS study, the subclinical coronary atherosclerotic disease burden detected using CAC scoring was independently associated with diastolic function. CLINICALTRIALS GOV IDENTIFIER NCT03154346.
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Affiliation(s)
- Francois Haddad
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA.
| | - Nicholas Cauwenberghs
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium
| | - Melissa A Daubert
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Yukari Kobayashi
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Gerald S Bloomfield
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Dominik Fleischman
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Lynne Koweek
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - David J Maron
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Stanford Prevention Research Center, Stanford University, Palo Alto, CA, USA
| | - Fatima Rodriguez
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Yaping Joyce Liao
- Departments of Ophthalmology and Neurology, Stanford University School of Medicine, Stanford, CA, USA
| | - Kegan Moneghetti
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Myriam Amsallem
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Adrian Hernandez
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | | | - Kenneth W Mahaffey
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Stanford Center for Clinical Research (SCCR); Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Svati H Shah
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Tatiana Kuznetsova
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium
| | - Pamela S Douglas
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
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Echocardiographic parameters of left ventricular structure and diastolic function and their relation to coronary artery calcification. Int J Cardiovasc Imaging 2021; 37:2861-2869. [PMID: 33945053 DOI: 10.1007/s10554-021-02256-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 04/26/2021] [Indexed: 10/21/2022]
Abstract
Alteration in left ventricular (LV) structure and diastolic function is associated with poor cardiovascular (CV) prognosis. Coronary artery calcium score (CACS) is a reliable marker for coronary artery calcification, predicting adverse CV events. However, evidence is still insufficient to establish the association between alteration in LV structure and diastolic function and CACS. 9053 Korean adults (male: 84.2%, mean age: 42.5 years) were grouped by quartile levels of echocardiographic parameters for LV structure and diastolic function. CACS was detected by multidirectional computed tomography and categorized into CACS > 0 or CACS = 0. Multivariate regression analysis was used to calculate adjusted odd ratios (OR) and 95% confidence interval (CI) for CACS > 0 (adjusted OR [95% CI]) in each quartile group of echocardiographic parameters (reference: quartile 1 group). CACS > 0 was significantly associated with structural parameters above third quartile in LVMI (1.19 [1.00-1.41]), RWT (1.23 [1.03-1.46]) and IVST (1.42 [1.20-1.70]) and fourth quartile in PWT (1.36 [1.14-1.63]). In parameters of diastolic function, septal e' velocity ≥ 10.7 cm/s (fourth quartile) was less associated with CACS > 0 than septal e' velocity ≤ 7.7 cm/s (first quartile). Additionally, the fourth quartile of E/e' was more significantly associated with CACS > 0 than that of first quartile. Echocardiographic parameters close to LV hypertrophy and LV diastolic dysfunction are associated with CACS > 0.
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Castro-Diehl C, Song RJ, Mitchell GF, McManus D, Cheng S, Vasan RS, Xanthakis V. Association of subclinical atherosclerosis with echocardiographic indices of cardiac remodeling: The Framingham Study. PLoS One 2020; 15:e0233321. [PMID: 32413074 PMCID: PMC7228064 DOI: 10.1371/journal.pone.0233321] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 05/02/2020] [Indexed: 12/02/2022] Open
Abstract
Background It is well established that coronary artery disease progresses along with myocardial disease. However, data on the association between coronary artery calcium (CAC) and echocardiographic variables are lacking. Methods and results Among 2,650 Framingham Study participants (mean age 51 yrs, 48% women; 40% with CAC>0), we related CT-based CAC score to left ventricular (LV) mass index (LVMi), LV ejection fraction (LVEF), E/e’, global longitudinal strain (GLS), left atrial emptying fraction (LAEF), and aortic root diameter (AoR), using multivariable-adjusted generalized linear models. CAC score (independent variable) was used as log-transformed continuous [ln(CAC+1)] and as a categorical (0, 1–100, and ≥101) variable. Adjusting for standard risk factors, higher CAC score was associated with higher LVMi and AoR (βLVMI per 1-SD increase 0.012, βAoR 0.008; P<0.05, for both). Participants with 1≤CAC≤100 and those with CAC≥101 had higher AoR (βAoR 0.013 and 0.020, respectively, P = 0.01) than those with CAC = 0. CAC score was not significantly associated with LVEF, E/e’, GLS or LAEF. Age modified the association of CAC score with AoR; higher CAC scores were associated with larger AoR more strongly in older (>58 years; βAoR0.0042;P<0.007) than in younger (≤58 years) participants (βAoR0.0027;P<0.03). Conclusions We observed that subclinical atherosclerosis was associated with ventricular and aortic remodeling. The prognostic significance of these associations warrants evaluation in additional mechanistic studies.
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Affiliation(s)
- Cecilia Castro-Diehl
- Department of Medicine, Section of Preventive Medicine and Epidemiology, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Rebecca J. Song
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, United States of America
| | - Gary F. Mitchell
- Cardiovascular Engineering, Inc, Norwood, MA, United States of America
| | - David McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, United States of America
| | - Susan Cheng
- Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States of America
| | - Ramachandran S. Vasan
- Department of Medicine, Section of Preventive Medicine and Epidemiology, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, United States of America
- Boston University’s and National Heart, Lung and Blood Institute’s Framingham Heart Study, Framingham, MA, United States of America
- Department of Medicine, Section of Cardiology, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Vanessa Xanthakis
- Department of Medicine, Section of Preventive Medicine and Epidemiology, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Boston University’s and National Heart, Lung and Blood Institute’s Framingham Heart Study, Framingham, MA, United States of America
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, United States of America
- * E-mail:
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Lakshmanan S, Budoff MJ. Something Old Predicting Something New. Circ Cardiovasc Imaging 2019; 12:e009320. [PMID: 31195820 DOI: 10.1161/circimaging.119.009320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Suvasini Lakshmanan
- Department of Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA
| | - Matthew J Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA
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Yared GS, Moreira HT, Venkatesh BA, Vasconcellos HD, Nwabuo CC, Ostovaneh MR, Reis JP, Lloyd-Jones DM, Schreiner PJ, Lewis CE, Sidney S, Carr JJ, Gidding SS, Lima JA. Coronary Artery Calcium From Early Adulthood to Middle Age and Left Ventricular Structure and Function. Circ Cardiovasc Imaging 2019; 12:e009228. [PMID: 31195818 PMCID: PMC6582968 DOI: 10.1161/circimaging.119.009228] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Accepted: 05/14/2019] [Indexed: 11/16/2022]
Abstract
Background The relationship of coronary artery calcium (CAC) with adverse cardiac remodeling is not well established. We aimed to study the association of CAC in middle age and change in CAC from early adulthood to middle age with left ventricular (LV) function. Methods CAC score was measured by computed tomography at CARDIA study (Coronary Artery Risk Development in Young Adults) year-15 examination and at year-25 examination (Y25) in 3043 and 3189 participants, respectively. CAC score was assessed as a continuous variable and log-transformed to account for nonlinearity. Change in CAC from year-15 examination to Y25 was evaluated as the absolute difference of log-transformed CAC from year-15 examination to Y25. LV structure and function were evaluated by echocardiography at Y25. Results At Y25, mean age was 50.1±3.6 years, 56.6% women, 52.4% black. In the multivariable analysis at Y25, higher CAC was related to higher LV mass (β=1.218; adjusted P=0.007), higher LV end-diastolic volume (β=0.811; adjusted P=0.007), higher LV end-systolic volume (β=0.350; adjusted P=0.048), higher left atrial volume (β=0.214; adjusted P=0.009), and higher E/e' ratio (β=0.059; adjusted P=0.014). CAC was measured at both year-15 examination and Y25 in 2449 individuals. Higher change in CAC score during follow-up was independently related to higher LV mass index in blacks (β=4.789; adjusted P<0.001), but not in whites (β=1.051; adjusted P=0.283). Conclusions Higher CAC in middle age is associated with higher LV mass and volumes and worse LV diastolic function. Being free of CAC from young adulthood to middle age correlates to better LV function at middle age. Higher change in CAC score during follow-up is independently related to higher LV mass index in blacks.
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Affiliation(s)
| | - Henrique T. Moreira
- Johns Hopkins University, Baltimore, MD, USA
- University of São Paulo, Ribeirão Preto, SP, Brazil
| | | | | | | | | | - Jared P. Reis
- National Heart Lung and Blood Institute, Bethesda, MD, USA
| | | | | | - Cora E. Lewis
- University of Alabama at Birmingham, Birmingham, AL, USA
| | - Stephen Sidney
- Kaiser Permanente Division of Research, Oakland, CA, USA
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Predominant location of coronary artery atherosclerosis in the left anterior descending artery. The impact of septal perforators and the myocardial bridging effect. POLISH JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY 2015; 12:379-85. [PMID: 26855661 PMCID: PMC4735546 DOI: 10.5114/kitp.2015.56795] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 12/07/2015] [Indexed: 12/17/2022]
Abstract
Introduction Coronary artery atherosclerosis presents characteristic patterns of plaque distribution despite systemic exposure to risk factors. We hypothesized that local hemodynamic forces induced by the systolic compression of intramuscular septal perforators could be involved in atherosclerotic processes in the left anterior descending artery (LAD) adjacent to the septal perforators’ origin. Therefore we studied the spatial distribution of atherosclerosis in coronary arteries, especially in relation to the septal perforators’ origin. Material and methods 64-slice computed tomography angiography was performed in 309 consecutive patients (92 male and 217 female) with a mean age of 59.9 years. Spatial plaque distribution in the LAD was analyzed in relation to the septal perforators’ origin. Additionally, plaque distribution throughout the coronary artery tree is discussed. Results The coronary calcium score (CCS) was positive in 164 patients (53.1%). In subjects with a CCS > 0, calcifications were more frequent in the LAD (n = 150, 91.5%) compared with the right coronary artery (RCA) (n = 94, 57.3%), circumflex branch (CX) (n = 76, 46.3%) or the left main stem (n = 42, 25.6%) (p < 0.001). Total CCS was higher in the LAD at 46.1 (IQR: 104.2) and RCA at 34.1 (IQR: 90.7) than in the CX at 16.8 (IQR: 61.3) (p = 0.007). In patients with calcifications restricted to a single vessel (n = 54), the most frequently affected artery was the LAD (n = 42, 77.8%). In patients with lesions limited to the LAD, the plaque was located mostly (n = 37, 88.1%) adjacent to the septal perforators’ origin. Conclusions We demonstrated that coronary calcifications are most frequently located in the LAD in proximity to the septal branch origin. A possible explanation for this phenomenon could be the dynamic compression of the tunneled septal branches, which may result in disturbed blood flow in the adjacent LAD segment (milking effect).
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Wasilewski J, Roleder M, Niedziela J, Nowakowski A, Osadnik T, Głowacki J, Mirota K, Poloński L. The role of septal perforators and "myocardial bridging effect" in atherosclerotic plaque distribution in the coronary artery disease. Pol J Radiol 2015; 80:195-201. [PMID: 25922625 PMCID: PMC4404747 DOI: 10.12659/pjr.893227] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Accepted: 12/19/2014] [Indexed: 11/09/2022] Open
Abstract
The distribution of atherosclerotic plaque burden in the human coronary arteries is not uniform. Plaques are located mostly in the left anterior descending artery (LAD), then in the right coronary artery (RCA), circumflex branch (LCx) and the left main coronary artery (LM) in a decreasing order of frequency. In the LAD and LCx, plaques tend to cluster within the proximal segment, while in the RCA their distribution is more uniform. Several factors have been involved in this phenomenon, particularly flow patterns in the left and right coronary artery. Nevertheless, it does not explain the difference in lesion frequency between the LAD and the LCx as these are both parts of the left coronary artery. Branching points are considered to be the risk points of atherosclerosis. In the LCx, the number of side branches is lower than in the LAD or RCA and there are no septal perforators with intramuscular courses like in the proximal third of the LAD and the posterior descending artery (PDA). We hypothesized that septal branches generate disturbed flow in the LAD and PDA in a similar fashion to the myocardial bridge (myocardial bridging effect). This coronary architecture determines the non-uniform plaque distribution in coronary arteries and LAD predisposition to plaque formation.
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Affiliation(s)
- Jarosław Wasilewski
- 3 Department of Cardiology, Medical University of Silesia, Silesian Center for Heart Diseases, Zabrze, Poland
| | - Marcin Roleder
- 3 Department of Cardiology, Medical University of Silesia, Silesian Center for Heart Diseases, Zabrze, Poland
| | - Jacek Niedziela
- 3 Department of Cardiology, Medical University of Silesia, Silesian Center for Heart Diseases, Zabrze, Poland
| | - Andrzej Nowakowski
- Department of Mechanical Engineering, University of Sheffield, Sheffield, U.K
| | - Tadeusz Osadnik
- 3 Department of Cardiology, Medical University of Silesia, Silesian Center for Heart Diseases, Zabrze, Poland
| | - Jan Głowacki
- Department of Diagnostic Imaging, Medical University of Silesia, Silesian Center for Heart Diseases, Zabrze, Poland
| | - Kryspin Mirota
- Department of Mechanical Engineering Fundamentals, Faculty of Mechanical Engineering and Computer Science, University of Bielsko-Biała, Bielsko-Biała, Poland
| | - Lech Poloński
- 3 Department of Cardiology, Medical University of Silesia, Silesian Center for Heart Diseases, Zabrze, Poland
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Armstrong AC, Liu K, Lewis CE, Sidney S, Colangelo LA, Kishi S, Ambale-Venkatesh B, Arynchyn A, Jacobs DR, Correia LCL, Gidding SS, Lima JAC. Left atrial dimension and traditional cardiovascular risk factors predict 20-year clinical cardiovascular events in young healthy adults: the CARDIA study. Eur Heart J Cardiovasc Imaging 2014; 15:893-9. [PMID: 24534011 PMCID: PMC4215562 DOI: 10.1093/ehjci/jeu018] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2013] [Accepted: 01/13/2014] [Indexed: 12/13/2022] Open
Abstract
AIMS We investigated whether the addition of left atrial (LA) size determined by echocardiography improves cardiovascular risk prediction in young adults over and above the clinically established Framingham 10-year global CV risk score (FRS). METHODS AND RESULTS We included white and black CARDIA participants who had echocardiograms in Year-5 examination (1990-91). The combined endpoint after 20 years was incident fatal or non-fatal cardiovascular disease: myocardial infarction, heart failure, cerebrovascular disease, peripheral artery disease, and atrial fibrillation/flutter. Echocardiography-derived M-mode LA diameter (LAD; n = 4082; 149 events) and 2D four-chamber LA area (LAA; n = 2412; 77 events) were then indexed by height or body surface area (BSA). We used Cox regression, areas under the receiver operating characteristic curves (AUC), and net reclassification improvement (NRI) to assess the prediction power of LA size when added to calculated FRS or FRS covariates. The LAD and LAA cohorts had similar characteristics; mean LAD/height was 2.1 ± 0.3 mm/m and LAA/height 9.3 ± 2.0 mm(2)/m. After indexing by height and adjusting for FRS covariates, hazard ratios were 1.31 (95% CI 1.12, 1.60) and 1.43 (95% CI 1.13, 1.80) for LAD and LAA, respectively; AUC was 0.77 for LAD and 0.78 for LAA. When LAD and LAA were indexed to BSA, the results were similar but slightly inferior. Both LAD and LAA showed modest reclassification ability, with non-significant NRIs. CONCLUSION LA size measurements independently predict clinical outcomes. However, it only improves discrimination over clinical parameters modestly without altering risk classification. Indexing LA size by height is at least as robust as by BSA. Further research is needed to assess subgroups of young adults who may benefit from LA size information in risk stratification.
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Affiliation(s)
- Anderson C Armstrong
- Department of Cardiology/Cardiovascular Imaging, Johns Hopkins University, 600 N. Wolfe Street/Blalock 524, Baltimore, MD 21287-0409, USA Universidade Federal do Vale do São Francisco, Petrolina, PE, Brazil
| | - Kiang Liu
- Northwestern University, Chicago, IL, USA
| | - Cora E Lewis
- University of Alabama at Birmingham, Birmingham, AL, USA
| | | | | | - Satoru Kishi
- Department of Cardiology/Cardiovascular Imaging, Johns Hopkins University, 600 N. Wolfe Street/Blalock 524, Baltimore, MD 21287-0409, USA
| | - Bharath Ambale-Venkatesh
- Department of Cardiology/Cardiovascular Imaging, Johns Hopkins University, 600 N. Wolfe Street/Blalock 524, Baltimore, MD 21287-0409, USA
| | - Alex Arynchyn
- University of Alabama at Birmingham, Birmingham, AL, USA
| | | | | | | | - João A C Lima
- Department of Cardiology/Cardiovascular Imaging, Johns Hopkins University, 600 N. Wolfe Street/Blalock 524, Baltimore, MD 21287-0409, USA
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Armstrong AC, Gidding SS, Colangelo LA, Kishi S, Liu K, Sidney S, Konety S, Lewis CE, Correia LCL, Lima JAC. Association of early adult modifiable cardiovascular risk factors with left atrial size over a 20-year follow-up period: the CARDIA study. BMJ Open 2014; 4:e004001. [PMID: 24384901 PMCID: PMC3902509 DOI: 10.1136/bmjopen-2013-004001] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Revised: 11/21/2013] [Accepted: 11/22/2013] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES We investigate how early adult and 20-year changes in modifiable cardiovascular risk factors (MRF) predict left atrial dimension (LAD) at age 43-55 years. METHODS The Coronary Artery Risk Development in Young Adults (CARDIA) study enrolled black and white adults (1985-1986). We included 2903 participants with echocardiography and MRF assessment in follow-up years 5 and 25. At years 5 and 25, LAD was assessed by M-mode echocardiography, then indexed to body surface area (BSA) or height. Blood pressure (BP), body mass index (BMI), heart rate (HR), smoking, alcohol use, diabetes and physical activity were defined as MRF. Associations of MRF with LAD were assessed using multivariable regression adjusted for age, ethnicity, gender and year-5 left atrial (LA) size. RESULTS The participants were 30±4 years; 55% white; 44% men. LAD and LAD/height were modest but significantly higher over the follow-up period, but LAD/BSA decreased slightly. Increased baseline and 20-year changes in BP were related to enlargement of LAD and indices. Higher baseline and changes in BMI were also related to higher LAD and LAD/height, but the opposite direction was found for LAD/BSA. Increase in baseline HR was related to lower LAD but not LAD indices, when only baseline covariates were included in the model. However, baseline and 20-year changes in HR were significantly associated to LA size. CONCLUSIONS In a biracial cohort of young adults, the most robust predictors for LA enlargement over a 20-year follow-up period were higher BP and BMI. However, an inverse direction was found for the relationship between BMI and LAD/BSA. HR showed an inverse relation to LA size.
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van den Hooven EH, de Jonge LL, Kiefte-de Jong JC, Raat H, Villamor E, Hofman A, Felix JF, Jaddoe VWV, Moll HA, Franco OH. Infant macronutrient composition is associated with differences in cardiovascular structures and function in childhood. J Nutr 2013; 143:1989-98. [PMID: 24068791 DOI: 10.3945/jn.113.179440] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Early-life nutrition may influence cardiovascular development. Not much is known about the associations between dietary composition and cardiovascular risk factors in childhood. We examined the associations of infant macronutrient intake with cardiovascular structures and function in 2882 children participating in a prospective, population-based cohort study. Information on macronutrient intake at the age of 14 mo was obtained from food-frequency questionnaires completed by a parent. Systolic and diastolic blood pressure, carotid-femoral pulse wave velocity (PWV), fractional shortening, and left cardiac structures (left atrial diameter, aortic root diameter, and left ventricular mass) were measured at the age of 6 y. Linear regression analyses were performed by using energy-adjusted macronutrient intakes, adjusted for maternal, child, and other dietary factors. Higher total fat intake was associated with higher carotid-femoral PWV (P-trend = 0.03), whereas higher intakes of total carbohydrate and mono- and disaccharides were associated with lower carotid-femoral PWV. No consistent associations were observed for macronutrient intake with systolic blood pressure, diastolic blood pressure, fractional shortening, and aortic root diameter. Higher intakes of total, saturated, monounsaturated, and polyunsaturated fat were associated with lower left atrial diameter (all P-trend ≤ 0.01), and higher total carbohydrate and mono- and disaccharide intakes were associated with higher left atrial diameter (P-trend < 0.01 and 0.02, respectively). Furthermore, the third tertile of mono- and disaccharide intake was associated with a higher left ventricular mass (difference: 1.01 g; 95% CI: 0.18, 1.85 g; P = 0.02). Dietary macronutrient composition in infancy may lead to developmental differences in cardiovascular structures and function in childhood. Further studies are needed to investigate whether these differences have consequences for the risk of future cardiovascular disease.
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Family history of cardiovascular disease and offspring echocardiographic left ventricular structure and function: the Asklepios Study. J Am Soc Echocardiogr 2013; 26:1290-1297.e2. [PMID: 23993692 DOI: 10.1016/j.echo.2013.07.024] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Indexed: 11/21/2022]
Abstract
BACKGROUND Moderate to small heritability has been observed for left ventricular (LV) structure and function in genetic epidemiology and genomewide association studies. The aim of this study was to explore whether this would be mirrored in an independent association between LV structure and function and a family history (FH) of cardiovascular disease (CVD) in a large population of middle-aged adults. METHODS Subjects enrolled in the Asklepios Study, a population-based sample of 2,524 male and female volunteers, aged 35 to 55 years, free of overt CVD at baseline, were studied. LV structure and function were assessed using transthoracic echocardiography (by a single sonographer). FH data spanning 4 generations were acquired using a questionnaire. RESULTS In unadjusted analyses, only small effects of FH of CVD on LV structure (relative wall thickness, P = .042; interventricular septal thickness, P = .002; LV mass, P = .038; allometrically adjusted LV mass, P = .014) and diastolic function (mitral annular e', P = .02) were observed. After adjusting for the more adverse risk factor profile associated with FH, no significant associations persisted. These results did not appreciably change using a more extended definition of FH of CVD or FH of hypertension. CONCLUSIONS A positive FH for CVD was associated with differences in offspring cardiac structure and function, largely mediated by (but not independent from) a more adverse risk profile in those subjects with positive FH.
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Lin FY, Nicolo D, Devereux RB, Labounty TM, Dunning A, Gomez M, Koduru S, Choi JH, Weinsaft JW, Simprini LA, Callister TQ, Shaw LJ, Berman DS, Min JK. Nonobstructive coronary artery disease as detected by 64-detector row cardiac computed tomographic angiography is associated with increased left ventricular mass. J Cardiovasc Comput Tomogr 2011; 5:158-64. [PMID: 21376693 DOI: 10.1016/j.jcct.2011.01.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2010] [Revised: 12/01/2010] [Accepted: 01/18/2011] [Indexed: 11/24/2022]
Abstract
BACKGROUND Cardiac computed tomographic angiography (CCTA) permits simultaneous assessment of coronary artery disease (CAD) and left ventricular mass (LVM). While increased LVM predicts mortality and is associated with obstructive CAD, the relationship of LVM with non-obstructive CAD is unknown. METHODS We evaluated 212 consecutive patients undergoing 64-detector row CCTA at 2 sites without evident cardiovascular disease or obstructive (≥70%) CAD by CCTA. LVM was measured by CCTA using Simpson's method of disks and indexed to body surface area (LVMI) and height to the allometric power of 2.7(LVM/ht2.7). CCTAs were evaluated by scoring a modified AHA 16-segment coronary artery model for none = 0 (0% stenosis), mild = 1 (1-49% stenosis) or moderate = 2 (50-69% stenosis). Overall CAD plaque burden was estimated by summing scores across all segments for a segment stenosis score (SSS, max = 32). RESULTS The mean age was 53.3 ± 12.8 with 52% female, 48% hypertensive, and 7.4% diabetic. The mean LVM was 109 ± 32.5 g; 58.5% had any coronary artery plaque. In multivariable linear regression, SSS was significantly associated with increased LVM, LVMI and LVM/ht2.7. LVM increased by 2.0 g for every 1-point increase in SSS (95% CI 0.06-3.4, p = 0.006). Agatston scores provided no additional predictive value for increased LVM above and beyond SSS. CONCLUSION Non-obstructive CAD visualized by CCTA is associated with increased LVM independent of effects of clinical risk factors and calcium scoring. Whether addition of LVM to stenosis assessment in patients undergoing CCTA enhances risk prediction of future CAD events warrants investigation.
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Affiliation(s)
- Fay Y Lin
- Weill Cornell Medical College and New York Presbyterian Hospital, 520 E 70th Street, K415, New York, NY 10021, USA
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Truong QA, Bamberg F, Mahabadi AA, Toepker M, Lee H, Rogers IS, Seneviratne SK, Schlett CL, Brady TJ, Nagurney JT, Hoffmann U. Left atrial volume and index by multi-detector computed tomography: comprehensive analysis from predictors of enlargement to predictive value for acute coronary syndrome (ROMICAT study). Int J Cardiol 2011; 146:171-6. [PMID: 19615769 PMCID: PMC2888987 DOI: 10.1016/j.ijcard.2009.06.029] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2009] [Revised: 06/03/2009] [Accepted: 06/13/2009] [Indexed: 10/20/2022]
Abstract
OBJECTIVES We aimed to identify the predictors of left atrial (LA) enlargement by multi-detector computed tomography (CT) and determine its association and predictive value for acute coronary syndrome (ACS). BACKGROUND LA enlargement is associated with myocardial ischemia and coronary artery disease (CAD) and is a strong predictor for cardiovascular events. These studies were performed primarily with echocardiography. With the rise of cardiac CT, LA volume can be readily measured. METHODS In 377 emergency department patients with chest pain, we performed 64-slice CT for coronary artery assessment. We derived LA volumes (LAV(max), LAV(min)) and indices (LAVI(max), LAVI(min)) using a threshold-based volumetric method. RESULTS Subjects, with cardiac risk factors or CAD by CT, had larger LA (ΔLAV(max) 9.1 ml, p=0.004; ΔLAV(min) 8.1 ml, p=0.001; ΔLAVI(max) 3.3 ml/m(2), p=0.03; ΔLAVI(min) 3.4 ml/m(2), p=0.006) than controls. Predictors of LA enlargement were related to risk factors for diastolic dysfunction. ACS risk was greater in patients with top quartile LAV(max) (odds ratio [OR] 3.4, p=0.02) and LAV(min) (OR 4.7, p=0.01) than lowest quartile, but not when indexed. Similarly, the predictive values of LA volumes were incrementally better when added to CT finding of indeterminate stenosis (LAV(max): C statistic 0.62 to 0.70, p=0.046; LAV(min): C statistic 0.65 to 0.73, p=0.008), but not when indexed. CONCLUSIONS Risk factors related to diastolic dysfunction are independent predictors of LA enlargement. LA enlargement by volumes are associated with a 3-5 fold increase risk for ACS and have incremental value for predicting ACS when added to the CT finding of indeterminate stenosis.
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Affiliation(s)
- Quynh A Truong
- Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA.
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Tracy RE. Association of cardiomegaly with coronary artery histopathology and its relationship to atheroma. J Atheroscler Thromb 2010; 18:32-41. [PMID: 20953090 DOI: 10.5551/jat.5090] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
AIMS Hypertrophied hearts at autopsy often display excessive coronary artery atherosclerosis, but the histopathology of coronary arteries in hearts with and without cardiomegaly has rarely been compared. METHODS In this study, forensic autopsies provided hearts with unexplained enlargement plus comparison specimens. Right coronary artery was opened longitudinally and flattened for formalin fixation and H&E-stained paraffin sections were cut perpendicular to the endothelial surface. The micro-scopically observed presence or absence of a necrotic atheroma in the specimen was recorded. At multiple sites far removed from any form of atherosclerosis, measurements were taken of intimal thickness, numbers of smooth muscle cells (SMC) and their ratio, the thickness per SMC, averaged over the entire nonatheromatous arterial length. When the mean thickness per SMC exceeded a certain cutoff point, the artery was declared likely to contain a necrotic atheroma. RESULTS The prevalence of specimens with necrotic atheromas increased stepwise with increasing heart weight, equally with fatal or with incidental cardiomegaly, and equally with hypertension- or obesity-related hypertrophy, rejecting further inclusion of appreciable age, race, or gender effects. The prevalence of specimens with thickness per SMC exceeding the cutoff point was almost always nearly identical to the prevalence of observed necrotic atheroma, showing the two variables to be tightly linked to each other with quantitative consistency across group comparisons of every form. CONCLUSIONS In summary, cardiomegaly, irrespective of the specific cause, seems to accelerate the risk of atheromas, and to do so by first altering the arterial architecture, especially by increasing intimal thickness per SMC.
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Affiliation(s)
- Richard Everett Tracy
- Department of Pathology, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA.
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Ma S, Liu A, Carr J, Post W, Kronmal R. Statistical modeling of Agatston score in multi-ethnic study of atherosclerosis (MESA). PLoS One 2010; 5:e12036. [PMID: 20711503 PMCID: PMC2918511 DOI: 10.1371/journal.pone.0012036] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2010] [Accepted: 06/30/2010] [Indexed: 11/18/2022] Open
Abstract
The MESA (Multi-Ethnic Study of Atherosclerosis) is an ongoing study of the prevalence, risk factors, and progression of subclinical cardiovascular disease in a multi-ethnic cohort. It provides a valuable opportunity to examine the development and progression of CAC (coronary artery calcium), which is an important risk factor for the development of coronary heart disease. In MESA, about half of the CAC scores are zero and the rest are continuously distributed. Such data has been referred to as “zero-inflated data” and may be described using two-part models. Existing two-part model studies have limitations in that they usually consider parametric models only, make the assumption of known forms of the covariate effects, and focus only on the estimation property of the models. In this article, we investigate statistical modeling of CAC in MESA. Building on existing studies, we focus on two-part models. We investigate both parametric and semiparametric, and both proportional and nonproportional models. For various models, we study their estimation as well as prediction properties. We show that, to fully describe the relationship between covariates and CAC development, the semiparametric model with nonproportional covariate effects is needed. In contrast, for the purpose of prediction, the parametric model with proportional covariate effects is sufficient. This study provides a statistical basis for describing the behaviors of CAC and insights into its biological mechanisms.
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Affiliation(s)
- Shuangge Ma
- School of Public Health, Yale University, New Haven, Connecticut, United States of America.
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Truong QA, Toepker M, Mahabadi AA, Bamberg F, Rogers IS, Blankstein R, Brady TJ, Nagurney JT, Hoffmann U. Relation of left ventricular mass and concentric remodeling to extent of coronary artery disease by computed tomography in patients without left ventricular hypertrophy: ROMICAT study. J Hypertens 2009; 27:2472-82. [PMID: 19696685 PMCID: PMC2875785 DOI: 10.1097/hjh.0b013e328331054a] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Cardiac computed tomography allows for simultaneous assessment of left ventricular mass (LVM) and coronary artery disease (CAD). We aimed to determine whether LVM, LVM index (LVMi), and the left ventricular geometric pattern of concentric remodeling are associated with the extent of CAD in patients without left ventricular hypertrophy. METHODS In 348 patients from the Rule Out Myocardial Infarction Using Computer Assisted Tomography trial, 64-slice computed tomography was performed and LVM measured at end-diastole. We used three LVM indexation criteria to obtain three cohorts: LVM indexed to body surface area by echocardiography (n = 337) and computed tomography criteria (n = 325), and by height (n = 326). The cohorts were subdivided into concentric remodeling and normal geometry. Extent of coronary plaque was classified based on a 17-segment model, treated as a continuous variable, and stratified into three groups: zero segment, one to four segments, and more than four segments. RESULTS Patients with more than four segments of coronary plaque had higher LVM (Delta12.8-15.1 g) and LVMi (Delta4.0-5.5 g/m and Delta2.2 g/m) than those without CAD (all P < or = 0.03). After multivariable adjustment, LVM and LVMi remained independent predictors of extent of coronary plaque, with 0.27-0.29 segments more plaque per 20 g increase of LVM (all P = 0.02), 0.32-0.34 segments more plaque per 10 g/m increase of LVMi (both P = 0.02), and 0.80 segments more plaque per 10 g/m increase of LVMi (P = 0.008). Concentric remodeling patients had 1.1-1.3 segments more plaque than those with normal geometry (all P < or = 0.05). Patients with more than four segments of plaque had two-fold increase in odds (all P < or = 0.05) of having concentric remodeling as compared with those without CAD. CONCLUSION Increased LVM, LVMi, and concentric remodeling are associated with a greater degree of coronary plaque burden in patients without left ventricular hypertrophy. These findings could provide an indication to intensify medical therapy in patients with subclinical CAD and hypertension.
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Affiliation(s)
- Quynh A Truong
- Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA.
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Ariyarajah V, Kranis M, Apiyasawat S, Spodick DH. Association of myocardial ischemia and coronary angiographic lesions with increased left atrial dimension during exercise tolerance tests among patients without known coronary heart disease. Am J Cardiol 2007; 99:1187-92. [PMID: 17478138 DOI: 10.1016/j.amjcard.2006.12.030] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2006] [Revised: 12/07/2006] [Accepted: 12/07/2006] [Indexed: 11/23/2022]
Abstract
The association between left atrial (LA) dilation and fundamental exercise parameters has not shared equal extensive investigation as its clinical correlate, interatrial block (IAB; P waves > or =110 ms). We prospectively identified 94 consecutive patients with LA dilation on 2-dimensional transthoracic echocardiography but without atrioventricular valvular disease, hypertension, or coronary artery disease who had undergone coronary angiography after exercise tolerance tests (ETTs) for assessment of new coronary artery disease. Duke prognostic treadmill (DPT) scores were calculated and exercise capacity was expressed as METs of workload achieved. We appraised the cohort for common co-morbidities, IAB on electrocardiography at rest, and exercise-induced P-wave increments (divided into 20-ms quintiles). IAB (67% vs 34%, p = 0.002) and increased LA dimension (48 +/- 6 vs 45 +/- 5 mm, p = 0.01) were associated in patients with >70% coronary artery diameter stenoses and were equally reflected by positive ETT results (79.5% vs 20%, p <0.001), decreased METs (11.43 + [-0.60 x LA size (millimeters)], r(2) = 0.04), and lower DPT scores (35.23 + [-0.70 x LA size (millimeters)], r(2) = 0.73). Incremental P-wave change was associated with lower METs and DPT scores but with positive ETT results and significant coronary artery stenoses (p for trend <0.001). LA dimension was largest in the highest quintile (>60 ms) of P-wave change (p for trend <0.001). In conclusion, increased LA dimension is significantly associated with myocardial ischemia during ETT and is reflected by lower METs and DPT scores and a higher incidence of coronary artery diameter stenoses >70% in patients matched by age-, gender-, and LA size without preexisting coronary artery disease.
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Affiliation(s)
- Vignendra Ariyarajah
- Division of Cardiology, Department of Medicine, St. Boniface General Hospital/University of Manitoba, Winnipeg, Manitoba, Canada.
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Mehta SK, Rame JE, Khera A, Murphy SA, Canham RM, Peshock RM, de Lemos JA, Drazner MH. Left ventricular hypertrophy, subclinical atherosclerosis, and inflammation. Hypertension 2007; 49:1385-91. [PMID: 17404181 DOI: 10.1161/hypertensionaha.107.087890] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
To elucidate mechanisms by which left ventricular (LV) hypertrophy (LVH) increases the risk of atherosclerotic heart disease, we sought to determine whether LVH is independently associated with coronary artery calcium (CAC) and serum C-reactive protein (CRP) levels in the general population. The Dallas Heart Study is a population-based sample in which 2633 individuals underwent cardiac MRI to measure LV structure, electron beam CT to measure CAC, and measurement of plasma CRP. We used univariate and multivariable analyses to determine whether LV mass and markers of concentric LV hypertrophy or dilation were associated with CAC and CRP. Increasing quartiles of LV mass indexed to fat-free mass, LV wall thickness, and concentricity, but not LV volume, were associated with CAC in both men and women (P<0.001). After adjustment for traditional cardiovascular risk factors and statin use, LV wall thickness and concentricity remained associated with CAC in linear regression (P<0.001 for each). These associations were particularly robust in blacks. LV wall thickness and concentricity were also associated with elevated CRP levels (P=0.001 for both) in gender-stratified univariate analyses, although these associations did not persist in multivariable analysis. In conclusion, concentric LVH is an independent risk factor for subclinical atherosclerosis. LVH is also associated with an inflammatory state as reflected in elevated CRP levels, although this relationship appears to be mediated by comorbid conditions. These data likely explain in part why individuals with LVH are at increased risk for myocardial infarction.
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Affiliation(s)
- Sameer K Mehta
- Donald W. Reynolds Cardiovascular Clinical Research Center and Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX 75390-9047, USA
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Tang W, Arnett DK, Province MA, Lewis CE, North K, Carr JJ, Pankow JS, Hopkins PN, Devereux RB, Wilk JB, Wagenknecht L. Racial differences in the association of coronary calcified plaque with left ventricular hypertrophy: the National Heart, Lung, and Blood Institute Family Heart Study and Hypertension Genetic Epidemiology Network. Am J Cardiol 2006; 97:1441-8. [PMID: 16679080 DOI: 10.1016/j.amjcard.2005.11.076] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2005] [Revised: 11/28/2005] [Accepted: 11/28/2005] [Indexed: 11/16/2022]
Abstract
Studies have reported a lower burden of calcified atherosclerotic plaque in coronary arteries in African-Americans than in whites. Findings from autopsy studies of sudden cardiac death have suggested a link between left ventricular hypertrophy and severity of coronary atherosclerosis. Echocardiograms and cardiac computed tomograms were analyzed in 334 African-American (84% hypertensive) and 196 white (66% hypertensive) adults with no history of coronary heart disease or revascularization procedures at study entry. The relation of coronary artery calcium (CAC) score to left ventricular mass and left ventricular mass indexed to body surface area was assessed by Spearman's correlations and mixed linear models. Covariates included age, gender, field center, weight, height, systolic blood pressure, number of antihypertensive medications, diabetes, total and high-density lipoprotein cholesterol levels, and current smoking and alcohol consumption. In African-Americans, a significant and independent association between CAC score and left ventricular mass or left ventricular mass indexed to body surface area was present with the 2 analytic strategies. Spearman's correlation coefficients for CAC score with left ventricular mass and left ventricular mass indexed to body surface area were 0.14 (p = 0.015) and 0.13 (p = 0.025), respectively, after multivariable adjustment. In whites, the associations of CAC score with measurements of left ventricular mass were weaker and only marginally significant in mixed linear models. In conclusion, these findings suggest that CAC reflects a different risk burden between African-Americans and whites, and future studies examining the prognostic implications of CAC in African-Americans should consider the potential association between CAC and left ventricular hypertrophy.
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Affiliation(s)
- Weihong Tang
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, Minnesota, USA.
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